Published on 08/12/2025
SST Results Trending and Control Charting in QC Labs
In the pharmaceutical and biopharmaceutical industry, ensuring the reliability and robustness of analytical methods is critical for regulatory compliance and product quality. System Suitability Testing (SST) is an essential part of method validation, ensuring that the analytical method performs as intended throughout its lifecycle. This article provides a comprehensive step-by-step guide to SST results trending and control charting, focusing specifically on the dry transfer western blot technique while aligning with FDA and EMA guidelines.
Step 1: Understanding System Suitability Requirements
The first step in the validation lifecycle is to understand the requirements and objectives of system suitability testing. According to the FDA Process Validation Guidance, system suitability is intended to ensure that the analytical method can consistently produce accurate and reliable results. For dry transfer western blot, factors such as resolution, specificity, linearity, and overall performance metrics must be assessed.
As part of the Validation Master Plan (VMP), specific acceptance criteria should be established for the SST parameters. This includes defining the acceptance thresholds for
Additionally, relevant regulatory guidelines from organizations such as ICH and the European Medicines Agency (EMA) emphasize the need for a thorough understanding of the method’s purpose and context. This understanding will guide the development and documentation of the dilution and concentration steps, ensuring that the designed processes meet both analytical and regulatory expectations.
Step 2: Developing User Requirements Specification (URS) and Risk Assessment
The second step involves creating the User Requirements Specification (URS) and conducting a risk assessment. The URS outlines what is expected from the analytical method, particularly in terms of performance and compliance with regulatory expectations. This document should encompass key elements such as:
- Performance attributes of the analysis (e.g., sensitivity and specificity).
- Environmental conditions under which testing will occur.
- Regulatory requirements and standards to which the method must adhere.
Following the URS, a comprehensive risk assessment should be conducted as per ICH Q9 guidelines. This process involves identifying potential risks associated with the analytical method, including those related to contamination, variability in sample preparation, or equipment malfunction. A Failure Mode and Effects Analysis (FMEA) can be an effective tool for this stage, as it helps quantify the potential impact of identified risks and prioritize them based on severity and likelihood of occurrence.
Documentation from this phase should include the URS and the risk assessment findings, which will inform subsequent development stages and provide a reference for ensuring compliance with regulatory obligations.
Step 3: Protocol Design and Method Development
Once the URS and risk assessment are finalized, the next step focuses on protocol design and method development. This involves creating a protocol for SST that details how tests will be performed, what materials will be used, and which methodologies will be employed. The dry transfer western blot method should be fully characterized at this stage, including sample preparation, transfer conditions, and detection methods.
The protocol should clearly define the analytical parameters and methods of data collection to ensure consistency. The rationale behind the selection of each parameter must be documented, referencing existing literature or prior studies that validate the methodology’s relevance.
Further, statistical methods for evaluating the results must be pre-defined, including control charts and trending analysis methods. The reasoning behind the selected statistical criteria should be linked to both analytical requirements and risk-based considerations from the earlier risk assessment.
As per regulatory guidance, it is essential to ensure that all validation protocols are reviewed and approved by qualified personnel prior to execution. All documentation, including amendments and review notes, must be archived systematically.
Step 4: Executing Qualification Activities: OQ and PQ
Following protocol development, the next phase is executing qualification activities—specifically Operational Qualification (OQ) and Performance Qualification (PQ). OQ assesses whether the system operates according to the prescribed operational specifications while PQ ensures that the method consistently produces results that meet its predetermined specifications.
For the dry transfer western blot method, OQ activities may include checking the equipment functionality, calibration of instruments, and verifying the accuracy of the sample transfer method. During this phase, it is critical to maintain strict adherence to the previously established protocols. All findings must be documented accurately, highlighting any deviations and corrective actions taken.
PQ consists of testing actual samples under real-world conditions to measure performance against established criteria. It is vital that this stage reflects realistic laboratory settings to validate the analytical method’s robustness and reproducibility. Non-conformance issues identified during PQ testing should also be dealt with promptly, requiring investigation and documentation of any corrective and preventive actions (CAPAs).
Documentation for OQ and PQ should articulate the outcomes of each activity, detailing both successful and unsuccessful outcomes, ensuring compliance with regulatory expectations such as those set forth in ICH Q10.
Step 5: Performing Process Performance Qualification (PPQ)
Process Performance Qualification (PPQ) is an essential component in confirming the analytical method’s capability under routine conditions. This higher-order validation step entails running multiple batches across various conditions to observe the retention of the method’s suitability. In the context of the dry transfer western blot technique, this involves conducting validation runs using both spiked and actual sample types.
During PPQ, trending of SST results becomes critical. Control charts should be created to monitor ongoing performance metrics such as baseline alignment, band density ratios, and spot homogeneity. These charts allow laboratories to visualize performance over time and can assist in identifying any shifts or trends that may impact method integrity.
Documentation required for PPQ should clarify how results were measured, along with the statistical analyses used to interpret data against the pre-defined acceptance criteria. Regulators expect comprehensive reporting of PPQ results, including any observed aberrations and remedial actions taken. Comparisons with historical data may also be beneficial to depict reliability and process capability.
Step 6: Implementing Continued Process Verification (CPV)
Once PPQ is completed, the next step is to maintain and ensure ongoing analytical reliability through Continued Process Verification (CPV). CPV involves the systematic monitoring of analytical processes to quickly identify potential variability or trends that may adversely affect quality and compliance. Under CPV, the laboratory continuously assesses SST results over time, comparing current data to historical performance metrics.
Data requirements for CPV must be defined clearly, including the frequency of testing, sampling sizes, and acceptable ranges for each parameter to remain in compliance with FDA and EU guidelines. For the dry transfer western blot method, it is important to utilize a robust statistical methodology to evaluate process stability and performance continuously.
Regularly scheduled reviews should be documented, detailing the methods and analyses conducted, and deviations must trigger immediate investigation and corrective actions as necessary. Furthermore, all CPV results should feed back into the validation strategy, potentially leading to process adjustments or revalidation where significant trends are identified.
Step 7: Planning for Revalidation
The final step in the validation lifecycle is planning for revalidation. This step is imperative to ensure that the method remains appropriate for its intended use, particularly in response to changes in production processes, raw materials, or regulatory standards. In such cases, the dry transfer western blot method may warrant a full revalidation if significant modifications are made, dictated by established guidelines and company policies.
Revalidation triggers may include process changes, failure to meet specifications during PQ or CPV, or significant deviations in results over consecutive trending analyses. Establishing a formalized revalidation protocol helps to systematically address how and when methods will be reassessed to ensure ongoing compliance.
Documentation of revalidation efforts should reflect the adjustments made, data comparisons against historical results, and justifications for any changes to acceptance criteria. Proper documentation is not only essential for internal quality assurance but is also a key requirement during regulatory inspections.
Conclusion
In conclusion, the rigorous approach to SST results trending and control charting is essential for maintaining compliance and ensuring product quality in QC laboratories. By following the outlined steps—understanding requirements, URS development, protocol design, qualification activities, PPQ, CPV, and planning for revalidation—pharmaceutical professionals can ensure that the dry transfer western blot technique remains validated throughout its lifecycle. Adhering to both FDA and EMA guidelines fosters assurance that any analytical method deployed can consistently deliver reliable and accurate results, supporting the broader goals of product safety and efficacy.